Amunsingly, I have read 10 hands and I got the reverse impression you did. The analysis is often quite impressive even it is sometimes imperfect. They do play poker fairly well and explain clearly why they do what they do.

Sure it's probably not the best way to do it but I'm still impressed by how effectively LLMs generalise. It's an incredible leap forward compared to five years ago.